{
  "workflow": {
    "id": 7128,
    "name": "Classify & enrich contacts with GPT-4o-mini for Google Sheets, Airtable, and HubSpot",
    "views": 313,
    "recentViews": 0,
    "totalViews": 313,
    "createdAt": "2025-08-07T10:31:47.583Z",
    "description": "### How it works\nThis workflow enhances contact intelligence by retrieving new or updated contact data, enriching it using AI and external APIs, and then updating your CRM or contact management system with intelligent insights. It automates the process of gathering, enriching, and organizing contact information to improve targeting, personalization, and engagement.\n\n### Step-by-step\n**1. Trigger & Input**\n- The workflow is triggered by a scheduler or webhook event.\n\n- It reads a new contact entry (or an updated one) from your source, such as a spreadsheet or form.\n- Basic fields like name, email, and company are used as the starting point for enrichment.\n\n**2. Contact Lookup & Parsing**\n- The contact's domain or company is extracted and used to perform a lookup via an external data source.\n\n- Data such as company details, job title, or LinkedIn profile is retrieved.\n\n- Parsed and cleaned to remove duplicates, missing values, or invalid results.\n\n**3. AI Enrichment**\n- The enriched contact is passed through an AI model (such as GPT or another NLP service).\n\n- The model analyzes job role, seniority, and inferred interests based on available data.\n\n- Insights like intent, persona category, or engagement score are generated.\n\n**4. Validation & Tagging**\n- The AI-enriched data is validated to ensure consistency and accuracy.\n\n- Tags and segments (e.g., \"Decision Maker\", \"Technical Buyer\", etc.) are assigned based on rules or AI inference.\n\n- This enables smart filtering, targeting, and routing later in your CRM or campaigns.\n\n**5. Output & Integration**\n- The final enriched and validated contact is written back to your CRM, sheet, or marketing platform.\n\n**The system also:**\n\n- Sends a Slack/Email alert with a summary.\n\n- Updates the original contact entry with a \"Processed\" or \"Enriched\" status.\n\n- Triggers next steps, such as personalized outreach or nurture sequences.\n\n### Benefits\n- Enhances Contact Profiles with AI-generated insights and third-party data.\n\n- Improves Segmentation & Targeting through smart tags and persona classification.\n\n- Automates Manual Research, saving time and improving accuracy.\n\n- Easily Extendable by adding more AI models, data sources, or CRM integrations.\n\n",
    "workflow": {
      "name": "08 - AI-Powered Contact Intelligence",
      "tags": [],
      "nodes": [
        {
          "id": "09b19752-a5fe-4786-8477-2e8605d62330",
          "name": "⏰ Run Every Hour",
          "type": "n8n-nodes-base.scheduleTrigger",
          "position": [
            -1880,
            100
          ],
          "parameters": {
            "rule": {
              "interval": [
                {
                  "field": "hours"
                }
              ]
            }
          },
          "typeVersion": 1.1
        },
        {
          "id": "308fbf64-8376-4168-9ac3-19e1f85fc654",
          "name": "📄 Read Pending Contacts",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            -1660,
            100
          ],
          "parameters": {
            "options": {
              "returnAllMatches": "returnFirstMatch"
            },
            "filtersUI": {
              "values": [
                {
                  "lookupValue": "Pending",
                  "lookupColumn": "Status"
                }
              ]
            },
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_GOOGLE_SHEET_ID",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit",
              "cachedResultName": "Data"
            },
            "combineFilters": "AND"
          },
          "typeVersion": 4
        },
        {
          "id": "a865ab5b-0bf7-4bb9-b2b8-50fd628ed563",
          "name": "🧪 Filter Name & Email",
          "type": "n8n-nodes-base.filter",
          "position": [
            -1440,
            100
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "version": 1,
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "has-name",
                  "operator": {
                    "type": "string",
                    "operation": "notEmpty"
                  },
                  "leftValue": "={{ $json.Name }}",
                  "rightValue": ""
                },
                {
                  "id": "has-email",
                  "operator": {
                    "type": "string",
                    "operation": "notEmpty"
                  },
                  "leftValue": "={{ $json.Email }}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2
        },
        {
          "id": "990bf325-2704-4fbb-af01-e0c9518b0c4b",
          "name": "🧹 Clean Contact Data",
          "type": "n8n-nodes-base.code",
          "position": [
            -1220,
            100
          ],
          "parameters": {
            "jsCode": "const items = [];\n\nfor (const item of $input.all()) {\n  const raw = item.json;\n\n  // Clean up field names by trimming spaces\n  const contact = {};\n  for (const key in raw) {\n    contact[key.trim()] = raw[key];\n  }\n\n  items.push({\n    json: {\n      name: contact.Name || '',\n      email: contact.Email || '',\n      title: contact.Title || 'Not provided',\n      company: contact.Company || 'Not provided',\n      phone: contact.Phone || 'Not provided',\n      linkedin: contact.LinkedIn || 'Not provided',\n      notes: contact.Notes || 'Not provided'\n    }\n  });\n}\n\nreturn items;"
          },
          "typeVersion": 2
        },
        {
          "id": "6a728a8e-d85b-49a1-ae41-a5c086fefbf5",
          "name": "🧠 LLM - GPT-4o-mini",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -1000,
            100
          ],
          "parameters": {
            "text": "=You are a professional recruiter assistant. Based on the contact information below, categorize the person by:\n\nfunction (e.g., Sales, Marketing, Engineering, HR, Finance, Product, Customer Support, Executive, Legal, Operations, Other)\n\nseniority (e.g., Entry Level, Junior, Mid Level, Senior Level, Manager, Director, VP, C-Level, Founder)\n\ndepartment if clearly known (else return \"Unknown\")\n\nassign a confidence_score from 0 to 100 (integer) based on how clearly the contact's role can be inferred\n\nexplain your reasoning in 1–2 lines\n\nReturn your response strictly in JSON format like this:\n\n{\n  \"function\": \"Sales\",\n  \"seniority\": \"Manager\",\n  \"department\": \"Revenue\",\n  \"confidence_score\": 87,\n  \"reasoning\": \"Title contains 'Account Manager' which indicates a mid-level sales role.\"\n}\n\nUse this contact data:\n\nName: {{ $json.name }}\n\nEmail: {{ $json.email }}\n\nTitle: {{ $json.title }}\n\nCompany: {{ $json.company }}\n\nPhone: {{ $json.phone }}\n\nLinkedIn: {{ $json.linkedin }}\n\nNotes: {{ $json.notes }}\n",
            "options": {},
            "promptType": "define"
          },
          "typeVersion": 2
        },
        {
          "id": "bea8cbb6-bc03-4360-94a0-7ede08702e31",
          "name": "🧩 Parse or Fallback Role Tags",
          "type": "n8n-nodes-base.code",
          "position": [
            -624,
            100
          ],
          "parameters": {
            "jsCode": "const items = [];\n\nfor (let i = 0; i < $input.all().length; i++) {\n  const aiItem = $input.all()[i];\n  const originalContact = $('🧹 Clean Contact Data').all()[i].json;\n  \n  let analysis;\n  try {\n    // AI Agent returns response in output field\n    const aiResponse = aiItem.json.output || aiItem.json.text || '';\n    \n    // Try to extract JSON from the response\n    const jsonMatch = aiResponse.match(/\\{[^}]+\\}/s);\n    if (jsonMatch) {\n      analysis = JSON.parse(jsonMatch[0]);\n    } else {\n      throw new Error('No JSON found in response');\n    }\n  } catch (error) {\n    console.log('Failed to parse AI Agent response:', error);\n    console.log('AI Response:', aiItem.json);\n    \n    // Fallback analysis based on title keywords\n    const title = originalContact.title.toLowerCase();\n    let fallbackFunction = 'Other';\n    let fallbackSeniority = 'Mid Level';\n    \n    // Simple keyword matching for fallback\n    if (title.includes('sales') || title.includes('account')) fallbackFunction = 'Sales';\n    else if (title.includes('marketing')) fallbackFunction = 'Marketing';\n    else if (title.includes('engineer') || title.includes('developer')) fallbackFunction = 'Engineering';\n    else if (title.includes('hr') || title.includes('people')) fallbackFunction = 'HR';\n    else if (title.includes('finance') || title.includes('accounting')) fallbackFunction = 'Finance';\n    \n    if (title.includes('ceo') || title.includes('cto') || title.includes('cfo')) fallbackSeniority = 'C-Level';\n    else if (title.includes('vp') || title.includes('vice president')) fallbackSeniority = 'VP';\n    else if (title.includes('director')) fallbackSeniority = 'Director';\n    else if (title.includes('manager')) fallbackSeniority = 'Manager';\n    else if (title.includes('senior')) fallbackSeniority = 'Senior Level';\n    else if (title.includes('junior') || title.includes('entry')) fallbackSeniority = 'Entry Level';\n    \n    analysis = {\n      function: fallbackFunction,\n      seniority: fallbackSeniority,\n      department: 'Unknown',\n      confidence_score: 0.3,\n      reasoning: 'Fallback analysis due to AI parsing error'\n    };\n  }\n  \n  const enrichedContact = {\n    ...originalContact,\n    function: analysis.function || 'Other',\n    seniority: analysis.seniority || 'Mid Level',\n    department: analysis.department || 'Unknown',\n    confidence_score: analysis.confidence_score || 0.5,\n    reasoning: analysis.reasoning || '',\n    analyzed_at: new Date().toISOString()\n  };\n  \n  items.push({ json: enrichedContact });\n}\n\nreturn items;"
          },
          "typeVersion": 2
        },
        {
          "id": "7a092066-611a-49ce-8b0e-97645761372f",
          "name": "🧠 Classify Role & Seniority",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
            -912,
            320
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini"
            },
            "options": {}
          },
          "typeVersion": 1.2
        },
        {
          "id": "4ec658e5-df8a-4cec-ba25-a6b0db684c7b",
          "name": "📊 Update Contact in Sheet",
          "type": "n8n-nodes-base.googleSheets",
          "position": [
            -404,
            -100
          ],
          "parameters": {
            "columns": {
              "value": {
                "Email": "={{ $('📄 Read Pending Contacts').item.json.Email }}",
                "Status": "Reviewed",
                "Function": "={{ $json.function }}",
                "Seniority": "={{ $json.seniority }}",
                "Confidence Score": "={{ $json.confidence_score }}"
              },
              "schema": [
                {
                  "id": "Name",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Name",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Email",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "required": false,
                  "displayName": "Email",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Title",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Title",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Company",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Company",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Phone ",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Phone ",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "LinkedIn",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "LinkedIn",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Notes",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Notes",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Function",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Function",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Seniority",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Seniority",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Confidence Score",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Confidence Score",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Status",
                  "type": "string",
                  "display": true,
                  "required": false,
                  "displayName": "Status",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "Email"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "appendOrUpdate",
            "sheetName": {
              "__rl": true,
              "mode": "list",
              "value": "gid=0",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit#gid=0",
              "cachedResultName": "Sheet1"
            },
            "documentId": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_GOOGLE_SHEET_ID",
              "cachedResultUrl": "https://docs.google.com/spreadsheets/d/YOUR_GOOGLE_SHEET_ID/edit",
              "cachedResultName": "Data"
            }
          },
          "typeVersion": 4
        },
        {
          "id": "ad2c304c-c36c-4be0-80cd-726baa0b2e47",
          "name": "🔁 Sync to Airtable",
          "type": "n8n-nodes-base.airtable",
          "position": [
            -404,
            100
          ],
          "parameters": {
            "base": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_AIRTABLE_BASE_ID",
              "cachedResultUrl": "https://airtable.com/YOUR_AIRTABLE_BASE_ID",
              "cachedResultName": "Your Airtable Base"
            },
            "table": {
              "__rl": true,
              "mode": "list",
              "value": "YOUR_AIRTABLE_TABLE_ID",
              "cachedResultUrl": "https://airtable.com/YOUR_AIRTABLE_BASE_ID/YOUR_AIRTABLE_TABLE_ID",
              "cachedResultName": "Your Table"
            },
            "columns": {
              "value": {
                "Name": "={{ $json.name }}",
                "Email": "={{ $json.email }}",
                "Phone": "={{ $json.phone }}",
                "Title": "={{ $json.title }}",
                "Company": "={{ $json.company }}",
                "Function": "={{ $json.function }}",
                "LinkedIn": "={{ $json.linkedin }}",
                "Seniority": "={{ $json.seniority }}",
                "Department": "={{ $json.department }}",
                "Confidence Score": "={{ $json.confidence_score }}"
              },
              "schema": [
                {
                  "id": "id",
                  "type": "string",
                  "display": true,
                  "removed": true,
                  "readOnly": true,
                  "required": false,
                  "displayName": "id",
                  "defaultMatch": true
                },
                {
                  "id": "Name",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Name",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Email",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Email",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Title",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Title",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Company",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Company",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Phone",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Phone",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "LinkedIn",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "LinkedIn",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Function",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Function",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Seniority",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Seniority",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Department",
                  "type": "string",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Department",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                },
                {
                  "id": "Confidence Score",
                  "type": "number",
                  "display": true,
                  "removed": false,
                  "readOnly": false,
                  "required": false,
                  "displayName": "Confidence Score",
                  "defaultMatch": false,
                  "canBeUsedToMatch": true
                }
              ],
              "mappingMode": "defineBelow",
              "matchingColumns": [
                "Email"
              ],
              "attemptToConvertTypes": false,
              "convertFieldsToString": false
            },
            "options": {},
            "operation": "upsert",
            "authentication": "appToken"
          },
          "typeVersion": 2
        },
        {
          "id": "29fd44b3-50ae-4259-a70f-101c3ed62a81",
          "name": "📬 Push to HubSpot",
          "type": "n8n-nodes-base.hubspot",
          "position": [
            -404,
            300
          ],
          "parameters": {
            "email": "={{ $json.email }}",
            "options": {},
            "authentication": "appToken",
            "additionalFields": {}
          },
          "typeVersion": 2
        },
        {
          "id": "56bf9c8a-37b3-4d7e-8bbb-27b14ba9a3dd",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1940,
            -120
          ],
          "parameters": {
            "color": 5,
            "width": 220,
            "height": 460,
            "content": "## Step-1\n\n**This is the automated schedule to trigger the workflow every hour to fetch and process new contacts.**\n"
          },
          "typeVersion": 1
        },
        {
          "id": "2dd459b2-a6dc-49e6-ae65-8b9f82c42599",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1700,
            -120
          ],
          "parameters": {
            "color": 2,
            "width": 420,
            "height": 460,
            "content": "## Step-2\n\n**Reads rows from Google Sheets where Status = \"Pending\" and filters out any row missing essential fields like Name or Email.**"
          },
          "typeVersion": 1
        },
        {
          "id": "8a157923-e604-4a67-80be-a1f66922a5ff",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1260,
            -120
          ],
          "parameters": {
            "color": 3,
            "width": 200,
            "height": 460,
            "content": "## Step-3\n\n**Cleans up field names and fills in defaults (Title, Company, LinkedIn, etc.)**"
          },
          "typeVersion": 1
        },
        {
          "id": "d43ba817-75fc-4064-8d7a-9adeea81fe4c",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -1040,
            -120
          ],
          "parameters": {
            "color": 4,
            "width": 540,
            "height": 600,
            "content": "## Step-4\n\n**Classifies contact by Function, Seniority, and Department using GPT-4o-mini.\nParses AI response; if it fails, applies keyword-based fallback.\nAdds analyzed_at timestamp..**"
          },
          "typeVersion": 1
        },
        {
          "id": "4189b779-9569-4890-aadd-d88b046d4e33",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -480,
            -260
          ],
          "parameters": {
            "color": 6,
            "width": 460,
            "height": 740,
            "content": "## Step-5\n\n**Distributes enriched contact to:\n✅ Google Sheet (adds function, seniority, marks Reviewed)\n✅ Airtable CRM (upserts by email)\n✅ HubSpot CRM (creates/updates contact)**"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "connections": {
        "⏰ Run Every Hour": {
          "main": [
            [
              {
                "node": "📄 Read Pending Contacts",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "🧠 LLM - GPT-4o-mini": {
          "main": [
            [
              {
                "node": "🧩 Parse or Fallback Role Tags",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "🧹 Clean Contact Data": {
          "main": [
            [
              {
                "node": "🧠 LLM - GPT-4o-mini",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "🧪 Filter Name & Email": {
          "main": [
            [
              {
                "node": "🧹 Clean Contact Data",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "📄 Read Pending Contacts": {
          "main": [
            [
              {
                "node": "🧪 Filter Name & Email",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "🧠 Classify Role & Seniority": {
          "ai_languageModel": [
            [
              {
                "node": "🧠 LLM - GPT-4o-mini",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "🧩 Parse or Fallback Role Tags": {
          "main": [
            [
              {
                "node": "📊 Update Contact in Sheet",
                "type": "main",
                "index": 0
              },
              {
                "node": "🔁 Sync to Airtable",
                "type": "main",
                "index": 0
              },
              {
                "node": "📬 Push to HubSpot",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 15,
      "nodeTypes": {
        "n8n-nodes-base.code": {
          "count": 2
        },
        "n8n-nodes-base.filter": {
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            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Sticky Note",
          "color": "#FFD233"
        },
        "iconData": {
          "icon": "sticky-note",
          "type": "icon"
        },
        "displayName": "Sticky Note",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 834,
        "icon": "file:code.svg",
        "name": "n8n-nodes-base.code",
        "codex": {
          "data": {
            "alias": [
              "cpde",
              "Javascript",
              "JS",
              "Python",
              "Script",
              "Custom Code",
              "Function"
            ],
            "details": "The Code node allows you to execute JavaScript in your workflow.",
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code/"
                }
              ]
            },
            "categories": [
              "Development",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Code"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Code",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 5,
            "name": "Development"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 839,
        "icon": "fa:clock",
        "name": "n8n-nodes-base.scheduleTrigger",
        "codex": {
          "data": {
            "alias": [
              "Time",
              "Scheduler",
              "Polling",
              "Cron",
              "Interval"
            ],
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.scheduletrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\",\"schedule\"]",
        "defaults": {
          "name": "Schedule Trigger",
          "color": "#31C49F"
        },
        "iconData": {
          "icon": "clock",
          "type": "icon"
        },
        "displayName": "Schedule Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 844,
        "icon": "fa:filter",
        "name": "n8n-nodes-base.filter",
        "codex": {
          "data": {
            "alias": [
              "Router",
              "Filter",
              "Condition",
              "Logic",
              "Boolean",
              "Branch"
            ],
            "details": "The Filter node can be used to filter items based on a condition. If the condition is met, the item will be passed on to the next node. If the condition is not met, the item will be omitted. Conditions can be combined together by AND(meet all conditions), or OR(meet at least one condition).",
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.filter/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Flow",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Filter",
          "color": "#229eff"
        },
        "iconData": {
          "icon": "filter",
          "type": "icon"
        },
        "displayName": "Filter",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1119,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agent",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "AI Agent",
          "color": "#404040"
        },
        "iconData": {
          "icon": "robot",
          "type": "icon"
        },
        "displayName": "AI Agent",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1153,
        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatopenai/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "OpenAI Chat Model"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "OpenAI Chat Model",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 37,
        "name": "Lead Generation"
      },
      {
        "id": 49,
        "name": "AI Summarization"
      }
    ],
    "image": []
  }
}